plotly question

data(instacart)

instacart=instacart|>
  janitor::clean_names()|>
  drop_na()

Column

A Box Plot about Fresh Fruits and Fresh Vegetables

instacart |>
  plot_ly(x= ~department, y = ~order_hour_of_day, color = ~department, type = "box", colors = "viridis")

Column

Number of Items in Each Aisle via Scatterplot

aisle_graph=instacart|>
  count(aisle,name="n_items")|>
  filter(n_items>10000)|>
  mutate(aisle=fct_reorder(aisle,n_items))|>
  ggplot(aes(x=aisle,y=n_items))+
  geom_point()+
  theme(axis.text.x = element_text(angle = 65, vjust = 1, hjust=1))+
  ggtitle("Number of Items in Each Aisle")
  
ggplotly(aisle_graph)

Column

Bar Chart of Top 10 Product Reordered

instacart |> 
  filter(reordered%in%1)|>
  count(product_name) |> 
  arrange(desc(n))|>
  head(10)|>
  mutate(product_name = fct_reorder(product_name, n)) |> 
  plot_ly(x = ~product_name, y = ~n, color = ~product_name, type = "bar", colors = "viridis")